Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 140446 |
| Missing cells | 784 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 24.1 MiB |
| Average record size in memory | 180.1 B |
Variable types
| DateTime | 3 |
|---|---|
| Categorical | 8 |
| Numeric | 7 |
Carbon emissions estimate num is highly overall correlated with carbon_emission% num and 1 other fields | High correlation |
Trip_Type is highly overall correlated with round_trip_duration | High correlation |
carbon_emission% num is highly overall correlated with Carbon emissions estimate num | High correlation |
carrier is highly overall correlated with overhead_bin | High correlation |
flight_duration_value is highly overall correlated with layover_count | High correlation |
layover_count is highly overall correlated with flight_duration_value | High correlation |
overhead_bin is highly overall correlated with Carbon emissions estimate num and 1 other fields | High correlation |
price is highly overall correlated with round_trip_duration | High correlation |
round_trip_duration is highly overall correlated with Trip_Type and 1 other fields | High correlation |
layover_count is highly imbalanced (67.8%) | Imbalance |
Holiday is highly imbalanced (86.0%) | Imbalance |
round_trip_duration has 63316 (45.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-07-25 23:43:02.675866 |
|---|---|
| Analysis finished | 2024-07-25 23:43:14.854316 |
| Duration | 12.18 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Report_Run_Time
Date
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| Minimum | 2024-03-10 00:00:00 |
|---|---|
| Maximum | 2024-04-06 00:00:00 |
carrier
Categorical
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| JetBlue | |
|---|---|
| United | |
| American | |
| Delta | |
| Spirit | |
| Other values (4) |
Length
| Max length | 20 |
|---|---|
| Median length | 11 |
| Mean length | 6.6486906 |
| Min length | 5 |
Characters and Unicode
| Total characters | 933782 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Spirit |
|---|---|
| 2nd row | Alaska |
| 3rd row | JetBlue |
| 4th row | United |
| 5th row | Spirit |
Common Values
| Value | Count | Frequency (%) |
| JetBlue | 36156 | |
| United | 28364 | |
| American | 26802 | |
| Delta | 25562 | |
| Spirit | 9560 | 6.8% |
| Alaska | 8255 | 5.9% |
| Third Party | 4098 | 2.9% |
| Frontier | 1389 | 1.0% |
| Sun Country Airlines | 260 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| jetblue | 36156 | |
| united | 28364 | |
| american | 26802 | |
| delta | 25562 | |
| spirit | 9560 | 6.6% |
| alaska | 8255 | 5.7% |
| third | 4098 | 2.8% |
| party | 4098 | 2.8% |
| frontier | 1389 | 1.0% |
| sun | 260 | 0.2% |
| Other values (2) | 520 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 154689 | |
| t | 105389 | |
| i | 80293 | 8.6% |
| a | 72972 | 7.8% |
| l | 70233 | 7.5% |
| n | 57335 | 6.1% |
| r | 47856 | 5.1% |
| u | 36676 | 3.9% |
| J | 36156 | 3.9% |
| B | 36156 | 3.9% |
| Other values (18) | 236027 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 933782 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 154689 | |
| t | 105389 | |
| i | 80293 | 8.6% |
| a | 72972 | 7.8% |
| l | 70233 | 7.5% |
| n | 57335 | 6.1% |
| r | 47856 | 5.1% |
| u | 36676 | 3.9% |
| J | 36156 | 3.9% |
| B | 36156 | 3.9% |
| Other values (18) | 236027 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 933782 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 154689 | |
| t | 105389 | |
| i | 80293 | 8.6% |
| a | 72972 | 7.8% |
| l | 70233 | 7.5% |
| n | 57335 | 6.1% |
| r | 47856 | 5.1% |
| u | 36676 | 3.9% |
| J | 36156 | 3.9% |
| B | 36156 | 3.9% |
| Other values (18) | 236027 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 933782 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 154689 | |
| t | 105389 | |
| i | 80293 | 8.6% |
| a | 72972 | 7.8% |
| l | 70233 | 7.5% |
| n | 57335 | 6.1% |
| r | 47856 | 5.1% |
| u | 36676 | 3.9% |
| J | 36156 | 3.9% |
| B | 36156 | 3.9% |
| Other values (18) | 236027 |
Trip_Type
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| Rounds Trip | |
|---|---|
| One Way |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 9.1967162 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1291642 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Rounds Trip |
|---|---|
| 2nd row | Rounds Trip |
| 3rd row | Rounds Trip |
| 4th row | Rounds Trip |
| 5th row | Rounds Trip |
Common Values
| Value | Count | Frequency (%) |
| Rounds Trip | 77130 | |
| One Way | 63316 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| rounds | 77130 | |
| trip | 77130 | |
| one | 63316 | |
| way | 63316 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 140446 | 10.9% |
| 140446 | 10.9% | |
| R | 77130 | 6.0% |
| o | 77130 | 6.0% |
| u | 77130 | 6.0% |
| d | 77130 | 6.0% |
| s | 77130 | 6.0% |
| T | 77130 | 6.0% |
| r | 77130 | 6.0% |
| i | 77130 | 6.0% |
| Other values (6) | 393710 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1291642 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 140446 | 10.9% |
| 140446 | 10.9% | |
| R | 77130 | 6.0% |
| o | 77130 | 6.0% |
| u | 77130 | 6.0% |
| d | 77130 | 6.0% |
| s | 77130 | 6.0% |
| T | 77130 | 6.0% |
| r | 77130 | 6.0% |
| i | 77130 | 6.0% |
| Other values (6) | 393710 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1291642 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 140446 | 10.9% |
| 140446 | 10.9% | |
| R | 77130 | 6.0% |
| o | 77130 | 6.0% |
| u | 77130 | 6.0% |
| d | 77130 | 6.0% |
| s | 77130 | 6.0% |
| T | 77130 | 6.0% |
| r | 77130 | 6.0% |
| i | 77130 | 6.0% |
| Other values (6) | 393710 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1291642 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 140446 | 10.9% |
| 140446 | 10.9% | |
| R | 77130 | 6.0% |
| o | 77130 | 6.0% |
| u | 77130 | 6.0% |
| d | 77130 | 6.0% |
| s | 77130 | 6.0% |
| T | 77130 | 6.0% |
| r | 77130 | 6.0% |
| i | 77130 | 6.0% |
| Other values (6) | 393710 |
Airport_Route
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| JFK - LAX | |
|---|---|
| LAX - JFK | |
| EWR - LAX | |
| LAX - EWR | |
| LAX - LGA |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 1264014 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EWR - LAX |
|---|---|
| 2nd row | EWR - LAX |
| 3rd row | EWR - LAX |
| 4th row | EWR - LAX |
| 5th row | LGA - LAX |
Common Values
| Value | Count | Frequency (%) |
| JFK - LAX | 38780 | |
| LAX - JFK | 35535 | |
| EWR - LAX | 27505 | |
| LAX - EWR | 27396 | |
| LAX - LGA | 6315 | 4.5% |
| LGA - LAX | 4915 | 3.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 140446 | ||
| lax | 140446 | |
| jfk | 74315 | |
| ewr | 54901 | 13.0% |
| lga | 11230 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 280892 | ||
| L | 151676 | |
| A | 151676 | |
| - | 140446 | |
| X | 140446 | |
| J | 74315 | 5.9% |
| F | 74315 | 5.9% |
| K | 74315 | 5.9% |
| E | 54901 | 4.3% |
| W | 54901 | 4.3% |
| Other values (2) | 66131 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1264014 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 280892 | ||
| L | 151676 | |
| A | 151676 | |
| - | 140446 | |
| X | 140446 | |
| J | 74315 | 5.9% |
| F | 74315 | 5.9% |
| K | 74315 | 5.9% |
| E | 54901 | 4.3% |
| W | 54901 | 4.3% |
| Other values (2) | 66131 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1264014 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 280892 | ||
| L | 151676 | |
| A | 151676 | |
| - | 140446 | |
| X | 140446 | |
| J | 74315 | 5.9% |
| F | 74315 | 5.9% |
| K | 74315 | 5.9% |
| E | 54901 | 4.3% |
| W | 54901 | 4.3% |
| Other values (2) | 66131 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1264014 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 280892 | ||
| L | 151676 | |
| A | 151676 | |
| - | 140446 | |
| X | 140446 | |
| J | 74315 | 5.9% |
| F | 74315 | 5.9% |
| K | 74315 | 5.9% |
| E | 54901 | 4.3% |
| W | 54901 | 4.3% |
| Other values (2) | 66131 | 5.2% |
price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1018 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 354.64997 |
| Minimum | 46 |
|---|---|
| Maximum | 4074 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 MiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 134 |
| Q1 | 229 |
| median | 329 |
| Q3 | 452 |
| 95-th percentile | 655 |
| Maximum | 4074 |
| Range | 4028 |
| Interquartile range (IQR) | 223 |
Descriptive statistics
| Standard deviation | 174.14629 |
|---|---|
| Coefficient of variation (CV) | 0.4910371 |
| Kurtosis | 41.231725 |
| Mean | 354.64997 |
| Median Absolute Deviation (MAD) | 109 |
| Skewness | 2.9817906 |
| Sum | 49809169 |
| Variance | 30326.93 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 204 | 2125 | 1.5% |
| 229 | 2038 | 1.5% |
| 244 | 2014 | 1.4% |
| 274 | 1944 | 1.4% |
| 254 | 1760 | 1.3% |
| 259 | 1675 | 1.2% |
| 319 | 1518 | 1.1% |
| 309 | 1475 | 1.1% |
| 178 | 1407 | 1.0% |
| 374 | 1370 | 1.0% |
| Other values (1008) | 123120 |
| Value | Count | Frequency (%) |
| 46 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 64 | 2 | < 0.1% |
| 65 | 2 | < 0.1% |
| 66 | 6 | |
| 71 | 13 | |
| 72 | 4 | < 0.1% |
| 73 | 7 | |
| 74 | 6 | |
| 75 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4074 | 1 | < 0.1% |
| 4042 | 1 | < 0.1% |
| 4039 | 4 | |
| 4029 | 1 | < 0.1% |
| 3990 | 1 | < 0.1% |
| 3945 | 4 | |
| 3915 | 2 | |
| 3910 | 3 | |
| 3884 | 1 | < 0.1% |
| 3829 | 1 | < 0.1% |
overhead_bin
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| Additional charge for overhead bin | |
|---|---|
| No additional charge for overhead bin |
Length
| Max length | 37 |
|---|---|
| Median length | 34 |
| Mean length | 35.390613 |
| Min length | 34 |
Characters and Unicode
| Total characters | 4970470 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Additional charge for overhead bin |
|---|---|
| 2nd row | No additional charge for overhead bin |
| 3rd row | Additional charge for overhead bin |
| 4th row | Additional charge for overhead bin |
| 5th row | No additional charge for overhead bin |
Common Values
| Value | Count | Frequency (%) |
| Additional charge for overhead bin | 75344 | |
| No additional charge for overhead bin | 65102 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| additional | 140446 | |
| charge | 140446 | |
| for | 140446 | |
| overhead | 140446 | |
| bin | 140446 | |
| no | 65102 |
Most occurring characters
| Value | Count | Frequency (%) |
| 626886 | ||
| o | 486440 | |
| a | 486440 | |
| i | 421338 | |
| d | 421338 | |
| r | 421338 | |
| e | 421338 | |
| n | 280892 | 5.7% |
| h | 280892 | 5.7% |
| c | 140446 | 2.8% |
| Other values (8) | 983122 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4970470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 626886 | ||
| o | 486440 | |
| a | 486440 | |
| i | 421338 | |
| d | 421338 | |
| r | 421338 | |
| e | 421338 | |
| n | 280892 | 5.7% |
| h | 280892 | 5.7% |
| c | 140446 | 2.8% |
| Other values (8) | 983122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4970470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 626886 | ||
| o | 486440 | |
| a | 486440 | |
| i | 421338 | |
| d | 421338 | |
| r | 421338 | |
| e | 421338 | |
| n | 280892 | 5.7% |
| h | 280892 | 5.7% |
| c | 140446 | 2.8% |
| Other values (8) | 983122 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4970470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 626886 | ||
| o | 486440 | |
| a | 486440 | |
| i | 421338 | |
| d | 421338 | |
| r | 421338 | |
| e | 421338 | |
| n | 280892 | 5.7% |
| h | 280892 | 5.7% |
| c | 140446 | 2.8% |
| Other values (8) | 983122 |
layover_count
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 1897 |
| 3.0 | 140 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 421338 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 121405 | |
| 1.0 | 17004 | 12.1% |
| 2.0 | 1897 | 1.4% |
| 3.0 | 140 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 121405 | |
| 1.0 | 17004 | 12.1% |
| 2.0 | 1897 | 1.4% |
| 3.0 | 140 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 261851 | |
| . | 140446 | |
| 1 | 17004 | 4.0% |
| 2 | 1897 | 0.5% |
| 3 | 140 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 421338 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 261851 | |
| . | 140446 | |
| 1 | 17004 | 4.0% |
| 2 | 1897 | 0.5% |
| 3 | 140 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 421338 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 261851 | |
| . | 140446 | |
| 1 | 17004 | 4.0% |
| 2 | 1897 | 0.5% |
| 3 | 140 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 421338 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 261851 | |
| . | 140446 | |
| 1 | 17004 | 4.0% |
| 2 | 1897 | 0.5% |
| 3 | 140 | < 0.1% |
round_trip_duration
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.913732 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 63316 |
| Zeros (%) | 45.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 9 |
| Q3 | 49 |
| 95-th percentile | 83 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 29.697849 |
|---|---|
| Coefficient of variation (CV) | 1.1920273 |
| Kurtosis | -0.84034394 |
| Mean | 24.913732 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.79612442 |
| Sum | 3499034 |
| Variance | 881.96221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63316 | |
| 62 | 1405 | 1.0% |
| 44 | 1346 | 1.0% |
| 77 | 1246 | 0.9% |
| 11 | 1246 | 0.9% |
| 31 | 1238 | 0.9% |
| 45 | 1236 | 0.9% |
| 75 | 1194 | 0.9% |
| 65 | 1181 | 0.8% |
| 30 | 1176 | 0.8% |
| Other values (81) | 65862 |
| Value | Count | Frequency (%) |
| 0 | 63316 | |
| 1 | 685 | 0.5% |
| 2 | 861 | 0.6% |
| 3 | 833 | 0.6% |
| 4 | 745 | 0.5% |
| 5 | 910 | 0.6% |
| 6 | 869 | 0.6% |
| 7 | 605 | 0.4% |
| 8 | 1069 | 0.8% |
| 9 | 871 | 0.6% |
| Value | Count | Frequency (%) |
| 90 | 860 | |
| 89 | 813 | |
| 88 | 1133 | |
| 87 | 956 | |
| 86 | 725 | |
| 85 | 837 | |
| 84 | 999 | |
| 83 | 885 | |
| 82 | 880 | |
| 81 | 924 |
Carbon emissions estimate num
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 305 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 693 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 371.9604 |
| Minimum | 210 |
|---|---|
| Maximum | 984 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 210 |
|---|---|
| 5-th percentile | 250 |
| Q1 | 297 |
| median | 381 |
| Q3 | 411 |
| 95-th percentile | 538 |
| Maximum | 984 |
| Range | 774 |
| Interquartile range (IQR) | 114 |
Descriptive statistics
| Standard deviation | 92.604006 |
|---|---|
| Coefficient of variation (CV) | 0.248962 |
| Kurtosis | -0.31711541 |
| Mean | 371.9604 |
| Median Absolute Deviation (MAD) | 74 |
| Skewness | 0.59948433 |
| Sum | 51982582 |
| Variance | 8575.5019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 411 | 6928 | 4.9% |
| 390 | 5178 | 3.7% |
| 381 | 4675 | 3.3% |
| 538 | 4276 | 3.0% |
| 529 | 3606 | 2.6% |
| 402 | 3556 | 2.5% |
| 301 | 3508 | 2.5% |
| 548 | 3499 | 2.5% |
| 537 | 3307 | 2.4% |
| 392 | 3012 | 2.1% |
| Other values (295) | 98208 |
| Value | Count | Frequency (%) |
| 210 | 174 | 0.1% |
| 215 | 210 | 0.1% |
| 236 | 270 | 0.2% |
| 238 | 654 | |
| 239 | 711 | |
| 240 | 9 | < 0.1% |
| 241 | 513 | |
| 242 | 867 | |
| 244 | 162 | 0.1% |
| 245 | 61 | < 0.1% |
| Value | Count | Frequency (%) |
| 984 | 2 | < 0.1% |
| 946 | 1 | < 0.1% |
| 835 | 10 | < 0.1% |
| 822 | 22 | |
| 817 | 47 | |
| 805 | 9 | < 0.1% |
| 803 | 1 | < 0.1% |
| 799 | 3 | < 0.1% |
| 716 | 1 | < 0.1% |
| 713 | 3 | < 0.1% |
carbon_emission% num
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 195 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 91 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.98664 |
| Minimum | 59 |
|---|---|
| Maximum | 2522 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 59 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 84 |
| median | 107 |
| Q3 | 115 |
| 95-th percentile | 152 |
| Maximum | 2522 |
| Range | 2463 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 133.82932 |
|---|---|
| Coefficient of variation (CV) | 1.1844703 |
| Kurtosis | 219.71349 |
| Mean | 112.98664 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 14.542021 |
| Sum | 15858240 |
| Variance | 17910.288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 84 | 9760 | 6.9% |
| 150 | 8084 | 5.8% |
| 114 | 7601 | 5.4% |
| 113 | 6992 | 5.0% |
| 108 | 6437 | 4.6% |
| 100 | 5933 | 4.2% |
| 112 | 4391 | 3.1% |
| 109 | 4207 | 3.0% |
| 107 | 3665 | 2.6% |
| 153 | 3555 | 2.5% |
| Other values (185) | 79730 |
| Value | Count | Frequency (%) |
| 59 | 144 | 0.1% |
| 60 | 240 | 0.2% |
| 66 | 99 | 0.1% |
| 67 | 1334 | |
| 68 | 1795 | |
| 69 | 1385 | |
| 70 | 2727 | |
| 71 | 3005 | |
| 72 | 3207 | |
| 73 | 2879 |
| Value | Count | Frequency (%) |
| 2522 | 3 | < 0.1% |
| 2519 | 1 | < 0.1% |
| 2515 | 1 | < 0.1% |
| 2510 | 2 | < 0.1% |
| 2508 | 1 | < 0.1% |
| 2505 | 1 | < 0.1% |
| 2503 | 2 | < 0.1% |
| 2501 | 4 | < 0.1% |
| 2498 | 15 | |
| 2496 | 1 | < 0.1% |
Days_to_Fly
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.499096 |
| Minimum | 1 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 24 |
| median | 45 |
| Q3 | 67 |
| 95-th percentile | 86 |
| Maximum | 90 |
| Range | 89 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 25.606896 |
|---|---|
| Coefficient of variation (CV) | 0.56280011 |
| Kurtosis | -1.1623426 |
| Mean | 45.499096 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.015860365 |
| Sum | 6390166 |
| Variance | 655.71312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 2012 | 1.4% |
| 44 | 1961 | 1.4% |
| 14 | 1904 | 1.4% |
| 35 | 1892 | 1.3% |
| 52 | 1886 | 1.3% |
| 39 | 1873 | 1.3% |
| 16 | 1865 | 1.3% |
| 51 | 1841 | 1.3% |
| 87 | 1836 | 1.3% |
| 59 | 1826 | 1.3% |
| Other values (80) | 121550 |
| Value | Count | Frequency (%) |
| 1 | 1306 | |
| 2 | 1147 | |
| 3 | 1392 | |
| 4 | 1613 | |
| 5 | 1496 | |
| 6 | 1329 | |
| 7 | 1684 | |
| 8 | 1319 | |
| 9 | 1822 | |
| 10 | 1512 |
| Value | Count | Frequency (%) |
| 90 | 1527 | |
| 89 | 1812 | |
| 88 | 1106 | |
| 87 | 1836 | |
| 86 | 1756 | |
| 85 | 1232 | |
| 84 | 1323 | |
| 83 | 1565 | |
| 82 | 1657 | |
| 81 | 1504 |
from_timestamp_1
Date
| Distinct | 12315 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| Minimum | 2024-03-12 05:01:00 |
|---|---|
| Maximum | 2024-07-05 21:40:00 |
to_timestamp_1
Date
| Distinct | 16185 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| Minimum | 2024-03-12 08:16:00 |
|---|---|
| Maximum | 2024-07-06 00:49:00 |
from_hour_segment
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| 3. 6 AM - 9 AM | |
|---|---|
| 4. 9 AM - 12 PM | |
| 8. 9 PM - 12 AM | |
| 6. 3 PM - 6 PM | |
| 5. 12 PM - 3 PM | |
| Other values (3) |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 14.474481 |
| Min length | 14 |
Characters and Unicode
| Total characters | 2032883 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3. 6 AM - 9 AM |
|---|---|
| 2nd row | 3. 6 AM - 9 AM |
| 3rd row | 2. 3 AM - 6 AM |
| 4th row | 5. 12 PM - 3 PM |
| 5th row | 6. 3 PM - 6 PM |
Common Values
| Value | Count | Frequency (%) |
| 3. 6 AM - 9 AM | 35282 | |
| 4. 9 AM - 12 PM | 24125 | |
| 8. 9 PM - 12 AM | 23951 | |
| 6. 3 PM - 6 PM | 22353 | |
| 5. 12 PM - 3 PM | 18021 | |
| 7. 6 PM - 9 PM | 14492 | |
| 2. 3 AM - 6 AM | 1680 | 1.2% |
| 1. 12 AM - 3 AM | 542 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pm | 157808 | |
| 140446 | ||
| am | 123084 | |
| 9 | 97850 | |
| 6 | 96160 | |
| 3 | 77878 | |
| 12 | 66639 | |
| 4 | 24125 | 2.9% |
| 8 | 23951 | 2.8% |
| 5 | 18021 | 2.1% |
| Other values (3) | 16714 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 702230 | ||
| M | 280892 | 13.8% |
| P | 157808 | 7.8% |
| . | 140446 | 6.9% |
| - | 140446 | 6.9% |
| A | 123084 | 6.1% |
| 9 | 97850 | 4.8% |
| 6 | 96160 | 4.7% |
| 3 | 77878 | 3.8% |
| 2 | 68319 | 3.4% |
| Other values (5) | 147770 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2032883 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 702230 | ||
| M | 280892 | 13.8% |
| P | 157808 | 7.8% |
| . | 140446 | 6.9% |
| - | 140446 | 6.9% |
| A | 123084 | 6.1% |
| 9 | 97850 | 4.8% |
| 6 | 96160 | 4.7% |
| 3 | 77878 | 3.8% |
| 2 | 68319 | 3.4% |
| Other values (5) | 147770 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2032883 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 702230 | ||
| M | 280892 | 13.8% |
| P | 157808 | 7.8% |
| . | 140446 | 6.9% |
| - | 140446 | 6.9% |
| A | 123084 | 6.1% |
| 9 | 97850 | 4.8% |
| 6 | 96160 | 4.7% |
| 3 | 77878 | 3.8% |
| 2 | 68319 | 3.4% |
| Other values (5) | 147770 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2032883 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 702230 | ||
| M | 280892 | 13.8% |
| P | 157808 | 7.8% |
| . | 140446 | 6.9% |
| - | 140446 | 6.9% |
| A | 123084 | 6.1% |
| 9 | 97850 | 4.8% |
| 6 | 96160 | 4.7% |
| 3 | 77878 | 3.8% |
| 2 | 68319 | 3.4% |
| Other values (5) | 147770 | 7.3% |
to_hour_segment
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| 7. 6 PM - 9 PM | |
|---|---|
| 8. 9 PM - 12 AM | |
| 4. 9 AM - 12 PM | |
| 6. 3 PM - 6 PM | |
| 5. 12 PM - 3 PM | |
| Other values (3) |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 14.517743 |
| Min length | 14 |
Characters and Unicode
| Total characters | 2038959 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4. 9 AM - 12 PM |
|---|---|
| 2nd row | 4. 9 AM - 12 PM |
| 3rd row | 3. 6 AM - 9 AM |
| 4th row | 6. 3 PM - 6 PM |
| 5th row | 6. 3 PM - 6 PM |
Common Values
| Value | Count | Frequency (%) |
| 7. 6 PM - 9 PM | 30222 | |
| 8. 9 PM - 12 AM | 26854 | |
| 4. 9 AM - 12 PM | 21831 | |
| 6. 3 PM - 6 PM | 18310 | |
| 5. 12 PM - 3 PM | 15268 | |
| 3. 6 AM - 9 AM | 12908 | |
| 1. 12 AM - 3 AM | 8762 | 6.2% |
| 2. 3 AM - 6 AM | 6291 | 4.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pm | 176285 | |
| 140446 | ||
| am | 104607 | |
| 9 | 91815 | |
| 6 | 86041 | |
| 12 | 72715 | |
| 3 | 61539 | 7.3% |
| 7 | 30222 | 3.6% |
| 8 | 26854 | 3.2% |
| 4 | 21831 | 2.6% |
| Other values (3) | 30321 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 702230 | ||
| M | 280892 | 13.8% |
| P | 176285 | 8.6% |
| . | 140446 | 6.9% |
| - | 140446 | 6.9% |
| A | 104607 | 5.1% |
| 9 | 91815 | 4.5% |
| 6 | 86041 | 4.2% |
| 1 | 81477 | 4.0% |
| 2 | 79006 | 3.9% |
| Other values (5) | 155714 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2038959 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 702230 | ||
| M | 280892 | 13.8% |
| P | 176285 | 8.6% |
| . | 140446 | 6.9% |
| - | 140446 | 6.9% |
| A | 104607 | 5.1% |
| 9 | 91815 | 4.5% |
| 6 | 86041 | 4.2% |
| 1 | 81477 | 4.0% |
| 2 | 79006 | 3.9% |
| Other values (5) | 155714 | 7.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2038959 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 702230 | ||
| M | 280892 | 13.8% |
| P | 176285 | 8.6% |
| . | 140446 | 6.9% |
| - | 140446 | 6.9% |
| A | 104607 | 5.1% |
| 9 | 91815 | 4.5% |
| 6 | 86041 | 4.2% |
| 1 | 81477 | 4.0% |
| 2 | 79006 | 3.9% |
| Other values (5) | 155714 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2038959 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 702230 | ||
| M | 280892 | 13.8% |
| P | 176285 | 8.6% |
| . | 140446 | 6.9% |
| - | 140446 | 6.9% |
| A | 104607 | 5.1% |
| 9 | 91815 | 4.5% |
| 6 | 86041 | 4.2% |
| 1 | 81477 | 4.0% |
| 2 | 79006 | 3.9% |
| Other values (5) | 155714 | 7.6% |
flight_duration_value
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 313 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5613688 |
| Minimum | 2.5 |
|---|---|
| Maximum | 46.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 MiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 5.3 |
| Q1 | 5.5 |
| median | 6 |
| Q3 | 6.3 |
| 95-th percentile | 10.5 |
| Maximum | 46.9 |
| Range | 44.4 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 2.7717993 |
|---|---|
| Coefficient of variation (CV) | 0.42244223 |
| Kurtosis | 41.818693 |
| Mean | 6.5613688 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 5.6967575 |
| Sum | 921518 |
| Variance | 7.6828712 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.5 | 17245 | |
| 6.2 | 15646 | |
| 5.6 | 13884 | |
| 5.4 | 12767 | 9.1% |
| 6 | 11455 | 8.2% |
| 6.1 | 10509 | 7.5% |
| 5.3 | 7052 | 5.0% |
| 6.4 | 6563 | 4.7% |
| 6.3 | 6019 | 4.3% |
| 5.9 | 5285 | 3.8% |
| Other values (303) | 34021 |
| Value | Count | Frequency (%) |
| 2.5 | 1 | < 0.1% |
| 3.8 | 1 | < 0.1% |
| 4.7 | 2 | < 0.1% |
| 4.9 | 155 | 0.1% |
| 5 | 245 | 0.2% |
| 5.1 | 1564 | 1.1% |
| 5.2 | 3406 | 2.4% |
| 5.3 | 7052 | |
| 5.4 | 12767 | |
| 5.5 | 17245 |
| Value | Count | Frequency (%) |
| 46.9 | 1 | < 0.1% |
| 43.5 | 4 | |
| 43.4 | 1 | < 0.1% |
| 42.7 | 1 | < 0.1% |
| 41.5 | 1 | < 0.1% |
| 41.2 | 2 | < 0.1% |
| 41 | 2 | < 0.1% |
| 40.9 | 6 | |
| 40.7 | 1 | < 0.1% |
| 40.3 | 2 | < 0.1% |
Holiday
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| Not_Holiday | |
|---|---|
| Holiday | 2768 |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.921165 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1533834 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Not_Holiday |
|---|---|
| 2nd row | Not_Holiday |
| 3rd row | Not_Holiday |
| 4th row | Not_Holiday |
| 5th row | Not_Holiday |
Common Values
| Value | Count | Frequency (%) |
| Not_Holiday | 137678 | |
| Holiday | 2768 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| not_holiday | 137678 | |
| holiday | 2768 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 278124 | |
| H | 140446 | |
| l | 140446 | |
| i | 140446 | |
| d | 140446 | |
| a | 140446 | |
| y | 140446 | |
| N | 137678 | |
| t | 137678 | |
| _ | 137678 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1533834 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 278124 | |
| H | 140446 | |
| l | 140446 | |
| i | 140446 | |
| d | 140446 | |
| a | 140446 | |
| y | 140446 | |
| N | 137678 | |
| t | 137678 | |
| _ | 137678 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1533834 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 278124 | |
| H | 140446 | |
| l | 140446 | |
| i | 140446 | |
| d | 140446 | |
| a | 140446 | |
| y | 140446 | |
| N | 137678 | |
| t | 137678 | |
| _ | 137678 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1533834 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 278124 | |
| H | 140446 | |
| l | 140446 | |
| i | 140446 | |
| d | 140446 | |
| a | 140446 | |
| y | 140446 | |
| N | 137678 | |
| t | 137678 | |
| _ | 137678 |
Fly_WeekDay
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9506358 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9875377 |
|---|---|
| Coefficient of variation (CV) | 0.50309313 |
| Kurtosis | -1.2089114 |
| Mean | 3.9506358 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.027130222 |
| Sum | 554851 |
| Variance | 3.9503062 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 21934 | |
| 1 | 21058 | |
| 5 | 20776 | |
| 3 | 19939 | |
| 7 | 19590 | |
| 2 | 19416 | |
| 6 | 17733 |
| Value | Count | Frequency (%) |
| 1 | 21058 | |
| 2 | 19416 | |
| 3 | 19939 | |
| 4 | 21934 | |
| 5 | 20776 | |
| 6 | 17733 | |
| 7 | 19590 |
| Value | Count | Frequency (%) |
| 7 | 19590 | |
| 6 | 17733 | |
| 5 | 20776 | |
| 4 | 21934 | |
| 3 | 19939 | |
| 2 | 19416 | |
| 1 | 21058 |
| Airport_Route | Carbon emissions estimate num | Days_to_Fly | Fly_WeekDay | Holiday | Trip_Type | carbon_emission% num | carrier | flight_duration_value | from_hour_segment | layover_count | overhead_bin | price | round_trip_duration | to_hour_segment | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Airport_Route | 1.000 | 0.225 | 0.034 | 0.036 | 0.009 | 0.102 | 0.147 | 0.449 | 0.354 | 0.237 | 0.434 | 0.405 | 0.127 | 0.045 | 0.277 |
| Carbon emissions estimate num | 0.225 | 1.000 | -0.102 | 0.007 | 0.006 | 0.078 | 0.995 | 0.453 | 0.036 | 0.093 | 0.208 | 0.698 | 0.140 | 0.026 | 0.096 |
| Days_to_Fly | 0.034 | -0.102 | 1.000 | 0.001 | 0.156 | 0.042 | -0.119 | 0.037 | -0.038 | 0.031 | 0.065 | 0.065 | -0.003 | -0.001 | 0.021 |
| Fly_WeekDay | 0.036 | 0.007 | 0.001 | 1.000 | 0.218 | 0.049 | 0.007 | 0.037 | -0.024 | 0.036 | 0.037 | 0.048 | 0.113 | 0.028 | 0.030 |
| Holiday | 0.009 | 0.006 | 0.156 | 0.218 | 1.000 | 0.024 | 0.007 | 0.012 | 0.012 | 0.010 | 0.008 | 0.003 | 0.017 | 0.045 | 0.008 |
| Trip_Type | 0.102 | 0.078 | 0.042 | 0.049 | 0.024 | 1.000 | 0.018 | 0.087 | 0.061 | 0.054 | 0.060 | 0.070 | 0.493 | 0.899 | 0.055 |
| carbon_emission% num | 0.147 | 0.995 | -0.119 | 0.007 | 0.007 | 0.018 | 1.000 | 0.184 | 0.003 | 0.076 | 0.099 | 0.061 | 0.136 | 0.028 | 0.067 |
| carrier | 0.449 | 0.453 | 0.037 | 0.037 | 0.012 | 0.087 | 0.184 | 1.000 | 0.275 | 0.118 | 0.417 | 0.946 | 0.099 | 0.027 | 0.131 |
| flight_duration_value | 0.354 | 0.036 | -0.038 | -0.024 | 0.012 | 0.061 | 0.003 | 0.275 | 1.000 | 0.102 | 0.658 | 0.094 | -0.236 | -0.053 | 0.087 |
| from_hour_segment | 0.237 | 0.093 | 0.031 | 0.036 | 0.010 | 0.054 | 0.076 | 0.118 | 0.102 | 1.000 | 0.140 | 0.105 | 0.048 | 0.020 | 0.485 |
| layover_count | 0.434 | 0.208 | 0.065 | 0.037 | 0.008 | 0.060 | 0.099 | 0.417 | 0.658 | 0.140 | 1.000 | 0.086 | 0.124 | 0.032 | 0.079 |
| overhead_bin | 0.405 | 0.698 | 0.065 | 0.048 | 0.003 | 0.070 | 0.061 | 0.946 | 0.094 | 0.105 | 0.086 | 1.000 | 0.231 | 0.063 | 0.099 |
| price | 0.127 | 0.140 | -0.003 | 0.113 | 0.017 | 0.493 | 0.136 | 0.099 | -0.236 | 0.048 | 0.124 | 0.231 | 1.000 | 0.595 | 0.052 |
| round_trip_duration | 0.045 | 0.026 | -0.001 | 0.028 | 0.045 | 0.899 | 0.028 | 0.027 | -0.053 | 0.020 | 0.032 | 0.063 | 0.595 | 1.000 | 0.020 |
| to_hour_segment | 0.277 | 0.096 | 0.021 | 0.030 | 0.008 | 0.055 | 0.067 | 0.131 | 0.087 | 0.485 | 0.079 | 0.099 | 0.052 | 0.020 | 1.000 |
| Report_Run_Time | carrier | Trip_Type | Airport_Route | price | overhead_bin | layover_count | round_trip_duration | Carbon emissions estimate num | carbon_emission% num | Days_to_Fly | from_timestamp_1 | to_timestamp_1 | from_hour_segment | to_hour_segment | flight_duration_value | Holiday | Fly_WeekDay | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2024-03-10 | Spirit | Rounds Trip | EWR - LAX | 211.0 | Additional charge for overhead bin | 0.0 | 89 | 293 | 82 | 18 | 2024-03-28 06:47:00 | 2024-03-28 10:15:00 | 3. 6 AM - 9 AM | 4. 9 AM - 12 PM | 6.5 | Not_Holiday | 4 |
| 1 | 2024-03-10 | Alaska | Rounds Trip | EWR - LAX | 297.0 | No additional charge for overhead bin | 0.0 | 89 | 272 | 76 | 18 | 2024-03-28 07:30:00 | 2024-03-28 10:48:00 | 3. 6 AM - 9 AM | 4. 9 AM - 12 PM | 6.3 | Not_Holiday | 4 |
| 2 | 2024-03-10 | JetBlue | Rounds Trip | EWR - LAX | 298.0 | Additional charge for overhead bin | 0.0 | 89 | 422 | 118 | 18 | 2024-03-28 05:15:00 | 2024-03-28 08:30:00 | 2. 3 AM - 6 AM | 3. 6 AM - 9 AM | 6.2 | Not_Holiday | 4 |
| 3 | 2024-03-10 | United | Rounds Trip | EWR - LAX | 302.0 | Additional charge for overhead bin | 0.0 | 89 | 427 | 119 | 18 | 2024-03-28 12:00:00 | 2024-03-28 15:24:00 | 5. 12 PM - 3 PM | 6. 3 PM - 6 PM | 6.4 | Not_Holiday | 4 |
| 4 | 2024-03-10 | Spirit | Rounds Trip | LGA - LAX | 269.0 | No additional charge for overhead bin | 1.0 | 89 | 338 | 94 | 18 | 2024-03-28 16:29:00 | 2024-03-28 17:00:00 | 6. 3 PM - 6 PM | 6. 3 PM - 6 PM | 27.5 | Not_Holiday | 4 |
| 5 | 2024-03-10 | Third Party | Rounds Trip | EWR - LAX | 270.0 | Additional charge for overhead bin | 1.0 | 89 | 295 | 82 | 18 | 2024-03-28 07:47:00 | 2024-03-28 12:54:00 | 3. 6 AM - 9 AM | 5. 12 PM - 3 PM | 8.1 | Not_Holiday | 4 |
| 6 | 2024-03-10 | Third Party | Rounds Trip | LGA - LAX | 285.0 | Additional charge for overhead bin | 2.0 | 89 | 317 | 88 | 18 | 2024-03-28 22:50:00 | 2024-03-29 11:03:00 | 8. 9 PM - 12 AM | 4. 9 AM - 12 PM | 15.2 | Not_Holiday | 4 |
| 7 | 2024-03-10 | United | Rounds Trip | EWR - LAX | 309.0 | Additional charge for overhead bin | 0.0 | 89 | 246 | 69 | 18 | 2024-03-28 07:00:00 | 2024-03-28 10:09:00 | 3. 6 AM - 9 AM | 4. 9 AM - 12 PM | 6.2 | Not_Holiday | 4 |
| 8 | 2024-03-10 | United | Rounds Trip | EWR - LAX | 311.0 | Additional charge for overhead bin | 1.0 | 89 | 410 | 114 | 18 | 2024-03-28 12:19:00 | 2024-03-28 17:28:00 | 5. 12 PM - 3 PM | 6. 3 PM - 6 PM | 8.2 | Not_Holiday | 4 |
| 9 | 2024-03-10 | United | Rounds Trip | EWR - LAX | 320.0 | Additional charge for overhead bin | 0.0 | 89 | 246 | 69 | 18 | 2024-03-28 08:25:00 | 2024-03-28 11:35:00 | 3. 6 AM - 9 AM | 4. 9 AM - 12 PM | 6.2 | Not_Holiday | 4 |
| Report_Run_Time | carrier | Trip_Type | Airport_Route | price | overhead_bin | layover_count | round_trip_duration | Carbon emissions estimate num | carbon_emission% num | Days_to_Fly | from_timestamp_1 | to_timestamp_1 | from_hour_segment | to_hour_segment | flight_duration_value | Holiday | Fly_WeekDay | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140469 | 2024-04-06 | JetBlue | One Way | LAX - JFK | 254.0 | Additional charge for overhead bin | 0.0 | 0 | 372 | 106 | 89 | 2024-07-04 05:55:00 | 2024-07-05 14:30:00 | 2. 3 AM - 6 AM | 5. 12 PM - 3 PM | 5.6 | Holiday | 4 |
| 140470 | 2024-04-06 | JetBlue | One Way | LAX - JFK | 254.0 | Additional charge for overhead bin | 0.0 | 0 | 372 | 106 | 89 | 2024-07-04 07:00:00 | 2024-07-05 15:41:00 | 3. 6 AM - 9 AM | 6. 3 PM - 6 PM | 5.7 | Holiday | 4 |
| 140471 | 2024-04-06 | JetBlue | One Way | LAX - JFK | 254.0 | Additional charge for overhead bin | 0.0 | 0 | 372 | 106 | 89 | 2024-07-04 08:00:00 | 2024-07-05 16:34:00 | 3. 6 AM - 9 AM | 6. 3 PM - 6 PM | 5.6 | Holiday | 4 |
| 140472 | 2024-04-06 | JetBlue | One Way | LAX - JFK | 254.0 | Additional charge for overhead bin | 0.0 | 0 | 372 | 106 | 89 | 2024-07-04 23:42:00 | 2024-07-05 08:15:00 | 8. 9 PM - 12 AM | 3. 6 AM - 9 AM | 5.6 | Holiday | 4 |
| 140473 | 2024-04-06 | Alaska | One Way | LAX - EWR | 259.0 | No additional charge for overhead bin | 0.0 | 0 | 300 | 85 | 89 | 2024-07-04 08:10:00 | 2024-07-05 16:49:00 | 3. 6 AM - 9 AM | 6. 3 PM - 6 PM | 5.6 | Holiday | 4 |
| 140474 | 2024-04-06 | Alaska | One Way | LAX - EWR | 259.0 | No additional charge for overhead bin | 0.0 | 0 | 300 | 85 | 89 | 2024-07-04 10:20:00 | 2024-07-05 18:59:00 | 4. 9 AM - 12 PM | 7. 6 PM - 9 PM | 5.6 | Holiday | 4 |
| 140475 | 2024-04-06 | JetBlue | One Way | LAX - EWR | 259.0 | Additional charge for overhead bin | 0.0 | 0 | 370 | 100 | 89 | 2024-07-04 11:20:00 | 2024-07-05 19:49:00 | 4. 9 AM - 12 PM | 7. 6 PM - 9 PM | 5.5 | Holiday | 4 |
| 140476 | 2024-04-06 | Delta | One Way | LAX - JFK | 274.0 | No additional charge for overhead bin | 0.0 | 0 | 298 | 85 | 89 | 2024-07-04 06:00:00 | 2024-07-05 14:35:00 | 3. 6 AM - 9 AM | 5. 12 PM - 3 PM | 5.6 | Holiday | 4 |
| 140477 | 2024-04-06 | Delta | One Way | LAX - JFK | 274.0 | No additional charge for overhead bin | 0.0 | 0 | 298 | 85 | 89 | 2024-07-04 09:20:00 | 2024-07-05 18:15:00 | 4. 9 AM - 12 PM | 7. 6 PM - 9 PM | 5.9 | Holiday | 4 |
| 140478 | 2024-04-06 | Delta | One Way | LAX - JFK | 274.0 | No additional charge for overhead bin | 0.0 | 0 | 298 | 85 | 89 | 2024-07-04 16:00:00 | 2024-07-05 00:37:00 | 6. 3 PM - 6 PM | 1. 12 AM - 3 AM | 5.6 | Holiday | 4 |